README.md

---
base_model:
- jinaai/ReaderLM-v2
- Qwen/Qwen2.5-1.5B-Instruct
library_name: transformers
tags:
- mergekit
- merge

---
# merged3

This is a merge of pre-trained language models created using [mergekit](https://github.com/cg123/mergekit).

## Merge Details
### Merge Method

This model was merged using the [SLERP](https://en.wikipedia.org/wiki/Slerp) merge method.

### Models Merged

The following models were included in the merge:
* [jinaai/ReaderLM-v2](https://huggingface.co/jinaai/ReaderLM-v2)
* [Qwen/Qwen2.5-1.5B-Instruct](https://huggingface.co/Qwen/Qwen2.5-1.5B-Instruct)

### Configuration

The following YAML configuration was used to produce this model:

```yaml
slices:
  - sources:
      - model: Qwen/Qwen2.5-1.5B-Instruct
        layer_range: [0, 3]  # Covering all 28 layers (0 to 27)
      - model: jinaai/ReaderLM-v2
        layer_range: [0, 3]  # Ensure this model has a similar layer structure
merge_method: slerp
base_model: jinaai/ReaderLM-v2
parameters:
  t:
    - filter: self_attn
      value: [0, 0.5, 0.3, 0.7, 1]
    - filter: mlp
      value: [1, 0.5, 0.7, 0.3, 0]
    - value: 0.5  # Fallback for any tensors not covered by the filters
dtype: bfloat16  # Or float16, depending on your preference and model dtype



```